Importance of Rational Agents - Deepstash

Importance of Rational Agents

  • AI focuses on creating rational agents that act optimally in any given environment
  • Rational agents base decisions on maximizing expected utility, guiding AI development toward practical reasoning

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gbiondizoccai

Giuseppe Biondi-Zoccai is a renowned expert in cardiology, medical research methodology and evidence synthesis

Stuart Russell and Peter Norvig's Artificial Intelligence: A Modern Approach (4th Edition) explores the development of AI systems, focusing on rational agents, machine learning, and decision-making under uncertainty. It emphasizes AI's shift from rule-based to learning systems, highlighting the ethical implications of AI control. The book is essential for understanding modern AI technologies and their societal impact.

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The economic theory of expected utility maximization says that people will act out of rational self-interest. But psychologist Daniel Kahneman showed that it is incorrect.

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